Table 9.

Summary of comparison with previous studies.

	Samuel Egieyeh et al. [6]	Danishuddin, G et al. [9]	Our Work
Total # of data	1155	4750	4794
Total # of features	76	98	1444
Feature generation tool	RDKit	PaDEL	PaDEL
Feature selection	Feature Elimination	RFE	RFE, Kbest
Best model	SVM	SVM & XGBoost	ANN & XGB
Best accuracy (%)	85.93	∼85.00	∼83.00